Download Prof. Mohammad Hossein Fazel Zarandi

Prof. Mohammad Hossein Fazel Zarandi
Curriculum Vitae
Address:
Department of Industrial Engineering
Amirkabir University of Technology
424, Hafez Ave., Tehran, Iran, P.O.Box:15875-4413.
Phone: (+) 98-21-6641-3034, (+) 1- 416-978-1278.
Fax: (+) 98-21-6641-3025
Email: [email protected]
ACADEMIC APPOINTMENTS & DEGREES
•
Associate Professor, Department of Industrial Engineering, Amirkabir University of
Technology, Iran, Tehran.
•
Assistant Professor, Department of Industrial Engineering, Amirkabir University of
Technology, Iran, Tehran.
•
Research Associate, Knowledge/Intelligence Systems Lab., Department of Mechanical
and Industrial Engineering, University of Toronto, Toronto, Canada.
•
Doctor of Philosophy (Ph.D.), University of Toronto, Toronto, Canada
•
Master of Applied Science (MSc), Sharif University of Technology, Tehran, Iran
•
Bachelor of Applied Science (BSc), Tehran University, Tehran, Iran
RESEARCH AREAS
•
Knowledge/Intelligent Information Systems, Knowledge Discovery, Information
Technology.
•
Artificial Intelligence and Fuzzy Expert Systems, Fuzzy Neural Networks, Fuzzy
Evolutionary Algorithms, Fuzzy Rough Set Theory, Robotics.
•
Type I and Type II Fuzzy Systems Modeling.
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•
Fuzzy Cluster Analysis and Fuzzy Classification, Fuzzy Pattern Recognition.
•
Decision Support Systems (DSS/ES), Management Information Systems (MIS), Data
Mining, Data Warehousing, Data Marts, Distributed Information Systems, Agent Based
Information Systems, Web Based Information Systems, Object Oriented System Analysis
and Design.
•
Crisp and Fuzzy Supply Chain Management.
•
Intelligent Agent Based Systems
•
Virtual Enterprise Modeling, Web Mining, E-Commerce, E-Government, E-Learning, etc.
•
Intelligent Scheduling, Management Science, Industrial Engineering.
•
Applications of Fuzzy Systems Modeling and Fuzzy Expert Systems in Steel Industries,
Automotive Industry, Banking Systems, Medicine, Enterprise Modeling, Networking, etc.
•
Fuzzy Value Engineering
SELECTED RESEARCH PROJECTS
1. Fazel Zarandi M.H. et al., (2009-), Fuzzy Value Engineering in Tehran Municipality,
Tehran, Iran.
2. Fazel Zarandi et al. (2005-2007), Systematic System Analysis of Activities of
Agricultural Supportive Services Company, Tehran, Iran.
3.
Fazel Zarrandi et al., (2003-2004), Productivity in Pars Khodrow, Tehran, Iran.
4. Fazel Zarandi. M.H., (2003-2004), A Survey of Potential Improvement of Agricultural
Supportive Services Company, Tehran, Iran.
5. Fazel Zarandi, M.H., (2002-2003), Supplier Selection in the Framework of Supply
Chain Management System with Fuzzy Methodology, Amirkabir University of
Technology, Tehran, Iran.
6. Fazel Zarandi, M.H., Khan, N., Juergensen, A., Mcfie, L., Freeman, M., Yadav, S.,
(1998), Energy Prospects in the Americas: A Comprehensive Analysis, NIOC and
University of Toronto, Toronto, ON., Canada.
7. I.B. Turksen, M.H. Fazel Zarandi, (1997-98), Prediction of Tardiness and Mixed Zone
of Continuous Casting of DOFASCO Steel Industry, DOFASCO, Hamilton, Canada.
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TEACHING EXPERIENCE
• Graduate Level
1.
2.
3.
4.
5.
6.
7.
8.
9.
Fuzzy Systems Modeling
Advanced System Analysis and Design
Management Information Systems
Decision Support Systems
Artificial Intelligence and Expert Systems
Advanced Scheduling
Advanced Information Systems
Financial Decision Support Systems
Neural Networks and Genetic Algorithms
• Undergraduate Level
10. Management Information Systems
11. System Analysis and Design
12. Production Planning and Control
13. Distributed Information Systems
14. Engineering Economy
15. Facility Planning
16. System Simulation
REFERENCES
1. Professor I. Burhan Turksen, Department of Mechanical and Industrial Engineering,
University of Toronto, Toronto, Ontario, Canada, email: [email protected]
2. Professor Mark S. Fox, Department of Mechanical and Industrial Engineering, University
of Toronto, Toronto, Ontario, Canada, email: [email protected]
3. Professor Chelliah Sriskandarajah, School of Management, University of Texas at Dallas,
email: [email protected]
4. Professor Mohammad Moatar Hosseini, Department of Industrial Engineering, Amirkabir
University of Technology, Tehran, Iran, email: [email protected]
5. Professor Abbas Seifi, Department of Industrial Engineering, Amirkabir University of
Technology, Tehran, Iran, email: [email protected]
6. Dr. Asli Celikyilmaz,
[email protected]
University
of
3
California,
Berkeley,
USA,
email:
PUBLICATIONS
I. Books
1. M.H. Fazel Zarandi, S. Bastani, (2008). Information Technology for Management,
Gathering and Translations into Farsi, Amirkabir University of Technology Publications,
Tehran, IRAN.
2. Fazel Zarandi M.H., (2009). Essentials of Soft Computing, in process.
3. Fazel Zarandi M.H., (2009). Fuzzy Systems Modeling and Its Applications, in process.
4. Fazel Zarandi M.H., (2009). Neural Networks (Crisp and Fuzzy Aspects), in process.
5. Fazel Zarandi, M.H., (2002). Fuzzy Set Theory: Foundations and Applications, By:
George J. Klir , Ute St. Cliar, and Bo Yuan, Gathering and Translations into Farsi,
Amirkabir University of Technology Publications, Teharn, Iran.
II. Refereed Journal Papers, Refereed Conference Papers, and Book Chapters
2009
6. M.H. Fazel Zarandi, B. Rezaee, I.B. Turksen, E. Neshat, (2009), A Type-2 Fuzzy RuleBased Expert System Model for Stock Price Analysis, Journal of Expert Systems with
Applications, Vol. 36. No. 1, pp. 139-154.
7. M.H. Fazel Zarandi, S. Nourozzadeh, S. Teimorian, M. Moein, (2009), Counting
Eosinophils in Bronchoalveolar Lavage Fluid Images with Fuzzy Methodology, Journal
of Applied Soft Computing, Vol. 9, Issue 2, pp. 695-702.
8. M.H. Fazel Zarandi, P. Ahmadpour, (2009), Fuzzy Agent-Based Expert System for
Steel Making Process, Journal of Expert Systems with Applications, to appear.
9. Mohammad Hossein Fazel Zarandi, Mostafa Moeen, Shaghayegh Norouzzadeh,
Shahram Teimourian, (2009), Fuzzy Image Processing for Diagnosing Inflammation in
Pulmonary Biopsies, Scientia Iranica, to appear.
10. A. Kazemi, M.H. Fazel Zarandi, S.M. Moattar Husseini, (2009), A multi-agent system
to solve the production-distribution planning problem for a supply chain: A Genetic
algorithm approach, International Journal of Advanced Manufacturing Technology, to
appear.
11. M.H. Fazel Zarandi, S. Rezapour, A Fuzzy Controller for Isolated Intersection, (2009),
Journal of Uncertain Systems, to appear.
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2008
12. M.H. Fazel Zarandi, A. Adledin, I.B. Turksen, (2008), A Hybrid Fuzzy Adaptive
Sampling –Run Rules for Shewhart Control Charts, International Journal of Information
Sciences, Vol. 178, pp. 1152-1170.
13. M.H. Fazel Zarandi, M. Pourakbar, I.B. Turksen, (2008), A fuzzy agent-based model
for reduction of bullwhip effect in supply chain systems, Journal of Expert Systems with
Applications, Vol. 34. No. 3, pp. 1680-1691.
14. M.H. Karimi Gavareshki, M.H. Fazel Zarandi, (2008), A Heuristic Approach for Large
Scale Job Shop Scheduling Problems, Journal of Applied Sciences, Vol. 8, No. 6, pp.
992-999.
15. A. Kazemi, M.H. Fazel Zarandi, (2008), An Agent-Based Framework for Building
Decision Support System in Supply Chain Management, Journal of Applied Sciences,
Vol. 8, No. 7, pp. 1125-1137.
16. M.H. Fazel Zarandi, M.M. Fazel Zarandi, (2008), Fuzzy Multiple Agent Decision
Support Systems for Supply Chain Management, Supply Chain: Theory and Applications,
V. Kordic (ed.), I-THEH Education and Publications, Chapter 11, pp. 177-204.
17. M.H. Fazel Zarandi, J. Jousdani, I.B. M. Fazel Zarandi, (2008), Reinforcement
Learning for Fuzzy Control with Linguistic States, Journal of Uncertain Systems, Vol. 2,
No. 1, pp. 54-66.
18. M.H. Fazel Zarandi, Y. Samimi, (2008), A fuzzy expert system for controlling
individual measurements, International Journal of Engineering Science (IJES), Vol. 19,
No. 1, pp. 85-98.
19. M.H. Fazel Zarandi, I.B. Turksen, J. Sobhani, A.A. Ramezanianpour, (2008), Fuzzy
polynomial neural networks for approximation of the compressive strength of concrete,
International Journal of Applied Soft Computing, Vol. 8, pp. 488-498.
20. M.H. Fazel Zarandi, I.B. Turksen, S. M. Moattar Hoseini, S. Bastani, A. Mohebi,
(2008), A Fuzzy Intelligent Information Agent Architecture for Supply Chains,
International Journal of Science and Technology (Scientia Iranica), Vol. 15, No. 5, pp.
623-636.
21. J. Sobhani, M.H. Fazel Zarandi, A.A. Ramezanianpour, (2008), Compressive Strength
Prediction of Concrete: A Soft Computing Approach, Amirkabir Journal of Science and
Technology, Amirkabir University of Technology, Tehran, Iran, to appear.
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22. S. Davari, M.H. Fazel Zarandi, I.B. Turksen, (2008), Supplier Selection in a multiitem/multi-supplier environment, Proceeding of NAFIPS 2008 Conference (19-22 May,
2008), New York, USA.
23. M.H. Fazel Zarandi, M. Avazbeigi, (2008), A Fuzzy Logic Approach to prove Bullwhip
Effect in Suppy Chains, Proceedings of Fourteens America Conference of Information
Systems (Augest 14-17, 2008), Toronto, ON., Canada.
24. M.H. Fazel Zarandi, E. Haji-Gol, (2008), A Type-2 Fuzzy Rule-Based Expert System
Model for Portfolio Selection, Proceedings of the 11th Joint Conference on Information
Sciences, China.
25. B. Rezaee, M.H. Fazel Zarandi, (2008), A new approach to TSK- Type Fuzzy Model
Design, FSKD (3) 2008, pp. 433-437.
2007
26. M.H. Fazel Zarandi, I.B. Turksen, O. Torabi-Kasbi, (2007), Type-2 Fuzzy Modeling for
Desulphurization of Steel Process, International Journal of Expert Systems with
Applications, Vol. 32, No. 1, pp. 157-171.
27. M.H. Fazel Zarandi, M.M. Fazel Zarandi, M.S. Maknoon, J. Masoumi, (2007),
Scheduling of two and three machine robotic cells with fuzzy methodology, International
Journal of Management Science and Engineering Management, Vol. 2, No., 4, pp. 243256.
28. M.H. Fazel Zarandi, M.M. Fazel Zarandi, S. Saghiri, (2007), Five crisp and fuzzy
models for supply chain of an automotive manufacturing system, International Journal of
Management Science and Engineering Management, Vol. 2, No., 3, pp. 178-196.
29. M.H. Fazel Zarandi, J. Jousdani, I.B. Turksen, (2007), Generalized Reinforcement
Learning Fuzzy Control with Vague States, Advances in Soft, No. 61, pp. 811-820.
30. M.H. Fazel Zarandi, A. Alaeddini, I.B. Turksen, M. Ghazanfari, (2007), A Neuro-fuzzy
Multi-objective Design of Shewhart Control Charts, Advances in Soft, No. 61, pp. 842852.
31. M.H. Fazel Zarandi, M. R. Sadrabadi, I.B. Turksen, (2007), A Fuzzy Model for
Supplier Selection and Development, Advances in Soft, No. 61, pp. 831-841.
32. M.H. Fazel Zarandi, I.B. Turksen, and S.M. Hadian, (2007), Development a Neurofuzzy controller for a steam generation plant using fuzzy cluster analysis, Journal of
Intelligent and Fuzzy Systems, Vol. 18, pp. 57-71.
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33. F. Dadashian, S. Shakibfar, M.H. Fazel Zarandi, (2007), Strategic alliance for core
competencies improvement in textile industries, International Journal of Management
Science and Engineering Management, Vol. 2, No. 2, pp. 98-107.
34. S.H. Yakhchali, M.H. Fazel Zarandi, I.B. Turksen, S.H. Ghodsypour, (June 24-27,
2007), Necessary Criticality of Paths in Networks with Imprecise Durations and Time
Lags, Proceedings of North American Fuzzy Information Processing (NAFIPS)
Conference 2007, San Diego, California, USA.
35. S.H. Yakhchali, M.H. Fazel Zarandi, I.B. Turksen, S. H. Ghodsypour, (2007), Possible
Criticality of Paths in Networks with Imprecise Durations and Time Lags, Proceedings of
North American Fuzzy Information Processing (NAFIPS) Conference 2007, San Diego,
California, USA.
36. M.H. Fazel Zarandi, E. Neshat, I.B. Turksen, (2007), A New Cluster Validity Index for
Fuzzy Clustering based on Similarity Measure, Proceedings of Joint Conference of
Rough Sets and Fuzzy Sets, Toronto, Canada.
37. M.H. Fazel Zarandi, (2007), A New Optimization Approach to Clustering Fuzzy Data
for Type-2 Fuzzy System Modeling, Second Mathematical Programming Society
International Conference on Continuous Optimization Conference (ICCOPT II &
MOPTA-07), Hamilton, Cananda.
2006
38. M.H. Fazel Zarandi, I.B. Turksen, Kashan, (2006) FUZZY CONTROL CHARTS FOR
VARIABLE AND ATTRIBUTE QUALITY CHARACTERISTICS, Iranian Journal of
Fuzzy Systems, Vol. 3, No. 1, PP. 31-44.
39. M.H. Fazel Zarandi, M. Pourakbar, I.B. Turksen, (2006), An Intelligent Agent-Based
System for Reduction of Bullwhip Effect in Supply Chains, IEEE-FUZZY Conference,
Vancouver, BC. Canada.
40. M.H. Fazel Zarandi, S. Saghiri, (2006), Developing Fyzzy Expert Systems Models fo
Supply Chain Complex Problem: A Comparison with Linear Programming, Proceedings
of IEEE-FUZZY Conference, Vancouver, BC. Canada.
2005
41. M.H.F. Zarandi, I.B. Turksen, S. Saghiri, (2005), Fuzzy Multiple Objectives Supplier
Selection in Multiple Products and Suppliers Environment, International Journal of
Engineering Science (IJES), Vol. 16, No. 2, PP. 1-20.
42. M. Fatemi Ghomi, M.H. Fazel Zarandi, Y. Samimi, (2005), Design of a new method for
realization of the variables of the first grade auto-regression, Proceedings of 4th
International Industrial Engineering Conference, Tehran, Iran.
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2004
43. M.H. Fazel Zarandi, G. Karimian Khosrowshahi, (2004), Development of a Fuzzy
System Model for Two-joint Robot Arm Control, Amirkabir Journal of Science and
Technology, Vol. 15, No. 59-A.
44. M.H. Fazel Zarandi, M. Rahimi Chatri, (2004), Life Cycle Cost Analysis of High
Voltage Substations Evaluation with Fuzzy Expert Systems, International Journal of
Engineering Science, Vol. 15, No. 4, pp. 19-38.
45. M.H. Fazel Zarandi, I.B. Turksen, B. Rezaee, (2004), A systematic approach to fuzzy
modeling for rule generation from numerical data, Proceedings of North American Fuzzy
Information Processing Society (NAFIPS) Conference, Banff, Alberta, Canada.
46. M.H. Fazel Zarandi, I.B. Turksen, B. Maadani, (2004), Customer Satisfaction
Assessment with Fuzzy Queries and ANFIS for an Automotive Industry, Proceedings of
North American Fuzzy Information Processing Society (NAFIPS) Conference, Banff,
Alberta, Canada.
47. M.H. Fazel Zarandi, I.B. Turksen, A. Kazemi, A. Babapour, (2004), Application of
Rough Set Theory in Data Mining for Decision Making Processes, Proceedings of
International Conference of Industrial Engineering, Tehran, Iran.
48. M.H. Fazel Zarandi, J. Sobhani, A.A. Ramezanianpour, Polynomial, (2004), NeuroFuzzy System for the Approximation of Concrete Compressive Strength, International
Conference on Computational Structures Technology, Civil Comp., Lisbon, Portugal.
2003
49. M. Maktobian, M.H. Fazel Zarandi, (2003), Fuzzy Clustering with Fuzzy Multiple
Goals Programming, International Journal of Engineering Science (IJES), Vol. 14, pp.
115-131.
50. M.H. Fazel Zarandi, J. Sobhani, (2003), Application of Expert Systems in Damage
Assessment of Reinforced Concrete Structure, Amirkabir Journal of Science and
Technology, Accepted, Vol. 14, No. 56-B, pp. 230-253.
51. M.H. Fazel Zarandi, I.B. Turksen, S. Saghiri, (2003), Fuzzy Multiple Objective
Supplier Selection, Amirkabir Journal of Science and Technology, Vol. 14, No. 44-D, pp.
194-214.
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52. M.H. Fazel Zarandi, J. Sobhani, A.A. Ramezanianpour, (2003), Application of Expert
Systems in Damage Assessment of Reinforced Concrete Structures, Proceedings of The
Seventh International Conference on the Application of Artificial Intelligence to Civil &
Structural Engineering, Topping, B.H.V. (Ed.), Egmond-aan-Zee, The Netherlands.
53. M.H. Fazel Zarandi, A. Salehizadeh, (2003), Parameterized Interval Valued Fuzzy
Expert Systems for Feasibility Study of Projects, Proceedings of 22nd International
Conference of the North American Fuzzy Information Society-NAFIPS, E Walker (Ed.),
Chicago, Illinois, USA, pp. 248-253.
54. M.H. Fazel Zarandi, M. Esmaelian, (2003), A Systematic Fuzzy Modeling for
Scheduling of Textile Manufacturing System, Proceedings of 22nd International
Conference of the North American Fuzzy Information Society-NAFIPS, E Walker (Ed.),
Chicago, Illinois, USA, pp. 359-364.
55. M.H. Fazel Zarandi, S. Saghiri, (2003), A Comprehensive Fuzzy Multi-Objective
Model for Supplier Selection Process, Proceedings of the 12th IEEE International
Conference on Fuzzy Systems, Nasraoui, O., Frigui, H., and Keller, J.M. (Eds), St. Louis,
Missouri, USA, pp. 368-373.
56. M.H. Fazel Zarandi, I.B. Turksen, S. Saghiri, (2003), Fuzzy Multiple Objective System
for Supplier Selection, Proceedings of the 10th IFSA World Congress, Istanbul, Turkey.
2002
57. M.H. Fazel Zarandi, S. Saghiri, (2002), Fuzzy Expert Systems Approach in Modeling
Supply Chain Management, Proceedings of Fifteenth International Conference on
Systems Engineering, H. Selvaraj, V. Muthukumar (Eds), Las Vegas, USA, pp. 171-178.
58. M.H. Fazel Zarandi, M. Esmaelian, (2002), A Genetic Algorithm for the Scheduling of
the Textile Manufacturing Systems, The 2nd National Conference of Industrial
Engineering, Yazd, Iran, pp. 316-327.
59. M.H. Fazel Zarandi, I.B. Turksen, S. Saghiri, (2002), Supply Chain: Crisp and Fuzzy
Aspects, International Journal of Applied Mathematics and Computer Science, Volume
12, No. 3, pp. 423-435.
2001
60. M.H. Fazel Zarandi, S. Saghiri, (2001), Fuzzy Multiple Objective Supplier Selection,
The 30th International Conference on Computer and Ladesid Engineering, Grace.
61. M.H. Fazel Zarandi, S.H. Amirshahi, M. Esmaelian, (2001), Applications of Fuzzy Sets
Theory in Textile Industry for Prediction of the Web before colure Process, The 4th
Iranian National Conference of Textile Engineering, Iran.
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62. M.H. Fazel Zarandi, S. Saghiri, (2001), Supplier Selection Using Fuzzy Multiple
Objective Decision Making, The 6th Triennial Conference of International Federation of
Operational Research Societies (IFORS), Scotland, United Kingdom.
2000
63. I.B. Turksen, M.H. Fazel Zarandi, M. Dudzic, (2000), Caster Scheduling System
Analysis with Fuzzy Technology, in Scheduling Under Fuzziness, R. Slowinski and M.
Hapke (Eds), Studies in Fuzziness and Soft Computing, pp. 3-22.
1999
64. I.B. Turksen, M.H. Fazel Zarandi, (1999), Production Planning and Scheduling – Fuzzy
and Crisp Approaches, in Practical Applications of Fuzzy Technologies, The Handbooks
of Fuzzy Sets Series, H-J Zimmerman (ed), pp. 479-529.
1998
65. I.B. Turksen, M.H. Fazel Zarandi, (1998), Fuzzy system models for aggregate
scheduling analysis, International Journal of Approximate Reasoning (IJAR), Vol. 19, pp.
119-143.
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